Test your prompt engineering knowledge
Prompt engineering is the difference between a vague, hedging answer and a precise, structured one that you can drop straight into production. This quiz checks how well you actually understand the techniques — not just whether you have heard the buzzwords. Questions are grouped by difficulty, from the fundamentals (what a prompt is, zero-shot, role prompting) through the everyday workhorses (few-shot examples, chain-of-thought, system prompts) to the advanced patterns that power real applications (self-consistency, ReAct loops, retrieval grounding, and sampling parameters). Pick an answer to each question and you will immediately see whether you were right, with a short explanation of the reasoning.
How the quiz works
Each question is multiple choice and tagged with its level — Beginner, Intermediate, or Expert. There is no timer and no penalty for thinking, so read every option before committing. As soon as you answer, the correct choice is highlighted and an explanation appears describing why that answer is right and when the technique is useful. That explanation is the point: even a wrong guess teaches you the underlying principle. At the end you get a score out of the total and a quick verdict. Nothing leaves your browser — there is no account, no API key, and no tracking of your answers.
Tips for getting more from it
Treat the explanations as a mini reference, not just feedback. If a beginner question trips you up, it is worth re-reading the basics before moving on, because the advanced techniques build directly on them — self-consistency only makes sense once you understand chain-of-thought, and ReAct only once you understand tool use. When you miss an expert question, look up the specific pattern (for example, the difference between temperature and top_p, or why grounding reduces hallucination) and then retake the quiz to confirm it stuck. Pair this with a hands-on cheatsheet and you will internalise the techniques far faster than reading theory alone. Most importantly, apply what you score well on the very next time you write a real prompt — the skills only compound when you use them.